{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "std::cout are redirected to python::stdout\n",
      "std::cerr are redirected to python::stderr\n",
      "2022-03-06 16:14:54.495 [HKU-I] - Using SQLITE3 BaseInfoDriver (BaseInfoDriver.cpp:58)\n",
      "2022-03-06 16:14:54.496 [HKU-I] - Loading market information... (StockManager.cpp:497)\n",
      "2022-03-06 16:14:54.496 [HKU-I] - Loading stock type information... (StockManager.cpp:510)\n",
      "2022-03-06 16:14:54.496 [HKU-I] - Loading stock information... (StockManager.cpp:424)\n",
      "2022-03-06 16:14:54.541 [HKU-I] - Loading stock weight... (StockManager.cpp:527)\n",
      "2022-03-06 16:14:54.847 [HKU-I] - Loading KData... (StockManager.cpp:139)\n",
      "2022-03-06 16:14:54.850 [HKU-I] - Preloading all day kdata to buffer! (StockManager.cpp:162)\n",
      "2022-03-06 16:14:54.850 [HKU-I] - Preloading all week kdata to buffer! (StockManager.cpp:165)\n",
      "2022-03-06 16:14:54.850 [HKU-I] - Preloading all month kdata to buffer! (StockManager.cpp:168)\n",
      "2022-03-06 16:14:54.861 [HKU-I] - 0.01s Loaded Data. (StockManager.cpp:150)\n",
      "Wall time: 952 ms\n"
     ]
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "%time from hikyuu.interactive import *"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#  1 绘制指标"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "s = sm['sz000001']\n",
    "k = s.get_kdata(Query(-200))\n",
    "\n",
    "\n",
    "#抽取K线收盘价指标，一般指标计算参数只能是指标类型，所以必须先将K线数据生成指标类型\n",
    "c = CLOSE(k)\n",
    "\n",
    "#计算收盘价的EMA指标\n",
    "a = EMA(c)\n",
    "\n",
    "#绘制指标\n",
    "c.plot(legend_on=True)\n",
    "a.plot(new=False, legend_on=True)\n",
    "\n",
    "#绘制柱状图\n",
    "a.bar()\n",
    "\n",
    "#修正下柱状图，使其更美观\n",
    "PRICELIST([x-9 for x in a]).bar()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 2 指标（Indicator）\n",
    "\n",
    "在 Hikyuu 中，Indicator 的实例是用于计算的主要数据结构，一般 ind（如无说明，ind代表Indicator的实例）计算的参数为另一个ind，如EMA(x),x应是一个Indicator的实例。可以简单的理解为类似 numpy.array。\n",
    "\n",
    "## 2.1 特殊的Indicator\n",
    "\n",
    "其中存在一类特殊的Indicator，用于将K线数据或普通数组转换为ind，才能供其他ind进行计算，如 KDATA 将 KData 转化为一个ind。其他包括: OPEN,HIGH,LOW,CLOSE,AMO(成交金额),VOL(成交量),KDATA_PART。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "k is a instance of KData:\n",
      " KData{\n",
      "  size : 200\n",
      "  stock: Stock(SZ, 000001, 平安银行, A股, 1, 1991-01-02 00:00:00, +infinity),\n",
      "  query: KQuery(-200, 9223372036854775807, INDEX, DAY, NO_RECOVER)\n",
      "}\n",
      "--------------------------\n",
      "\n",
      "kind is a instance of Indicator:\n",
      " Indicator{\n",
      "  name: KDATA\n",
      "  size: 200\n",
      "  result sets: 6\n",
      "  params: params[kdata(KData): SZ000001, kpart(string): KDATA, ]\n",
      "  support indicator param: False\n",
      "  formula: KDATA\n",
      "}\n"
     ]
    }
   ],
   "source": [
    "print(\"k is a instance of KData:\\n\", k)\n",
    "print(\"--------------------------\\n\")\n",
    "\n",
    "kind = KDATA(k)\n",
    "print(\"kind is a instance of Indicator:\\n\", kind)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "result_num:  6\n",
      "Indicator{\n",
      "  name: IndicatorImp\n",
      "  size: 200\n",
      "  result sets: 1\n",
      "  params: params[kdata(KData): Null, ]\n",
      "  support indicator param: False\n",
      "  formula: IndicatorImp\n",
      "}\n"
     ]
    }
   ],
   "source": [
    "#获取 ind 的结果集数量，如MACD通常返回3个结果集\n",
    "r = kind.get_result_num()\n",
    "print(\"result_num: \", r)\n",
    "\n",
    "#获取第一个结果集\n",
    "x = kind.get_result(0)\n",
    "print(x)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "#以下效果相同\n",
    "c1 = CLOSE(k)\n",
    "c2 = KDATA_PART(k, 'close')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "另外一个常用的特殊指标 PRICELIST将 Python 中的类 list 对象包装成ind。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "100 Indicator{\n",
      "  name: PRICELIST\n",
      "  size: 100\n",
      "  result sets: 1\n",
      "  params: params[data(PriceList): 100, discard(int): 0, kdata(KData): Null, result_index(int): 0, ]\n",
      "  support indicator param: False\n",
      "  formula: PRICELIST\n",
      "}\n"
     ]
    }
   ],
   "source": [
    "x = PRICELIST([i for i in range(100)])\n",
    "print(len(x), x)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 2.2 Indicator的特性与参数\n",
    "\n",
    "每一个指标函数，如EMA、HHV，调用后生成一个ind对象，该对象本身可以再次调用生成新的ind。无论指标函数还是 ind 对象调用生成 ind，都是立刻进行计算。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Indicator{\n",
      "  name: IndicatorImp\n",
      "  size: 200\n",
      "  result sets: 1\n",
      "  params: params[kdata(KData): Null, ]\n",
      "  support indicator param: False\n",
      "  formula: IEma(CLOSE) == IEma(CLOSE)\n",
      "}\n"
     ]
    }
   ],
   "source": [
    "e1 = EMA(CLOSE(k), n=5)\n",
    "e2 = e1(CLOSE(k))\n",
    "e3 = e2\n",
    "print(e1 == e2)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "除在指标函数中指定参数外，可以通过 getParam、setParam 方法来获取和修改 ind 对象的参数。修改参数后，ind 本身并不会发生变化，需要调用生成新的 ind，新的 ind 才是使用新参数计算的结果。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Indicator{\n",
      "  name: IEma\n",
      "  size: 200\n",
      "  result sets: 1\n",
      "  params: params[kdata(KData): SZ000001, n(int): 22, ]\n",
      "  support indicator param: True\n",
      "  ind params: {}\n",
      "  formula: IEma(CLOSE)\n",
      "}\n",
      "22\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "e = EMA(c)\n",
    "print(e)\n",
    "print(e.get_param('n'))\n",
    "e.plot(legend_on=True)\n",
    "\n",
    "e.set_param('n', 30)\n",
    "e = e(c)\n",
    "e.plot(new=False, legend_on=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true
   },
   "source": [
    "查看 ind 参数。ind 参数支持：\n",
    "\n",
    "- i : int\n",
    "- s : str\n",
    "- b : bool\n",
    "- d : float"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Indicator{\n",
      "  name: IEma\n",
      "  size: 0\n",
      "  result sets: 1\n",
      "  params: params[kdata(KData): Null, n(int): 22, ]\n",
      "  support indicator param: True\n",
      "  ind params: {}\n",
      "  formula: IEma\n",
      "}\n"
     ]
    }
   ],
   "source": [
    "#EMA指标有参数 \"n\"，类型\"i\"代表整数\n",
    "print(EMA())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 2.3 TA-Lib包装指标\n",
    "\n",
    "在交互工具里对TA-Lib进行了包装，命名方式统一为 TA_FUNC名称。其中，ta-lib指标的lookback属性，用discard属性代替。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Indicator{\n",
      "  name: TA_SMA\n",
      "  size: 200\n",
      "  result sets: 1\n",
      "  params: params[kdata(KData): SZ000001, timeperiod(int): 30, ]\n",
      "  support indicator param: False\n",
      "  formula: TA_SMA(CLOSE)\n",
      "}\n",
      "29\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "x = TA_SMA(CLOSE(k))\n",
    "print(x)\n",
    "x.plot()\n",
    "\n",
    "print(x.discard)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true
   },
   "source": [
    "个别的Ta-Lib函数需要两个数组参数，比如BETA、CORREL。此时需要利用特殊的 Indicator  WEAVE 将两个数组包装到一个 ind 对象中。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "query = Query(-200)\n",
    "k1 = sm['sh000001'].get_kdata(query)\n",
    "k2 = sm['sz000001'].get_kdata(query)\n",
    "\n",
    "w = WEAVE(CLOSE(k1), CLOSE(k2))\n",
    "print(w.get_result_num())\n",
    "\n",
    "cr = TA_CORREL(w)\n",
    "cr.plot()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 2.4 动态指标参数\n",
    "\n",
    "在通道信等证券行情软件中，其技术指标中的窗口参数通常支持整数，也支持使用指标，如：\n",
    "\n",
    "```\n",
    "T1:=HHVBARS(H,120); {120内的最高点距今天的天数}\n",
    "L120:=LLV(L,T1+1); {120内的最高点至今，这个区间的最低点}\n",
    "```\n",
    "\n",
    "***自 1.2.3 版本后，Hikyuu 也开始支持使用指标作为窗口参数***"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "h = HIGH(k)\n",
    "l = LOW(k)\n",
    "T1 = HHVBARS(h, 120)\n",
    "L120 = LLV(l, T1+1)\n",
    "L120.plot()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**注意事项**\n",
    "\n",
    "由于无法区分 Indicator(ind) 形式时，ind 究竟是指标参数还是待计算的输出数据，此时如果希望 ind 作为参数，需要通过 IndParam 进行显示指定，如：EMA(IndParam(ind))。\n",
    "\n",
    "最佳的方式，则是通过指定参数名，来明确说明使用的是参数：\n",
    "\n",
    "```\n",
    "x = EMA(c)  # 以收盘价作为计算的输入\n",
    "y = EMA(IndParam(c)) # 以收盘价作为 n 参数\n",
    "z = EMA(n=c) # 以收盘价作为参数 n\n",
    "```"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 或者以原型的方式，通过指定上下文计算\n",
    "T1 = HHVBARS(H, 120)\n",
    "L120 = LLV(L, T1+1)\n",
    "L120.set_context(k)\n",
    "L120.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}
